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Fiona 7B V0.2 by lesserfield

 »  All LLMs  »  lesserfield  »  Fiona 7B V0.2   URL Share it on

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  Autotrain compatible Base model:barrahome/mistroll-... Base model:finetune:barrahome/...   Conversational   Dataset:niizam/fiona-sft   En   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/lesserfield/fiona-7B-v0.2 

Fiona 7B V0.2 Benchmarks

LLME Score: 0.19226
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Fiona 7B V0.2 (lesserfield/fiona-7B-v0.2)

Fiona 7B V0.2 Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was finetuned from BarraHome/Mistroll-7B-v2.2 using Unsloth and TRL library.
Training Details 
Data Sources:
niizam/fiona-sft
Methodology:
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameFiona 7B V0.2
Repository 🤗https://huggingface.co/lesserfield/fiona-7B-v0.2 
Base Model(s)  BarraHome/Mistroll-7B-v2.2   BarraHome/Mistroll-7B-v2.2
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
Maintainerlesserfield
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than lesserfield/fiona-7B-v0.2.

Rank the Fiona 7B V0.2 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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